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Title
Complexity analysis of infeasible interior-point method for semidefinite optimization based on a new trigonometric kernel function
Type of Research Article
Keywords
Semidefinite optimization · Infeasible interior-point method · Trigono- metric kernel function · Full Nesterov–Todd step · Polynomial complexity
Abstract
Inthispaper,afullNesterov–Toddstepinfeasibleinterior-pointmethodfor solvingsemidefiniteoptimizationproblemsbasedonanewkernelfunctionisanalyzed. In each iteration, the algorithm involves a feasibility step and several centrality steps. The centrality step is focused on Nesterov–Todd search directions, while we used a kernel function with trigonometric barrier term to induce the feasibility step. The complexityresultcoincideswiththebest-knowniterationboundforinfeasibleinterior- point methods.
Researchers Mortaza Moslemi (First Researcher)، Behrouz Kheirfam (Second Researcher)